# Run a vector search Store embeddings and run a similarity or semantic search over them. **8 of 19** products that offer it, where our agent did it on its own. - By API: 8 - By MCP: 3 - By CLI: 2 4 products by more than one route. Group: Databases and backends · Newest drive: 31 Oct 2026 ## Done by our agent 8 products | Product | Level | How | The task in the drive's words | Driven | |---|---|---|---|---| | [Upstash](https://agentdrives.com/tools/upstash?via=md) | L4 Runs on its own | API, MCP | Run a vector search | 31 Oct 2026 | | [LanceDB](https://agentdrives.com/tools/lancedb?via=md) | L4 Runs on its own | API | Run a vector (ANN) search | 30 Oct 2026 | | [Weaviate](https://agentdrives.com/tools/weaviate?via=md) | L4 Runs on its own | API, MCP | Run a vector (near_text/near_vector) search | 28 Oct 2026 | | [Zilliz](https://agentdrives.com/tools/zilliz?via=md) | L4 Runs on its own | API, MCP, CLI | Run a vector similarity search | 28 Oct 2026 | | [Couchbase](https://agentdrives.com/tools/couchbase?via=md) | L4 Runs on its own | API | Run a vector search | 25 Oct 2026 | | [Prisma Postgres](https://agentdrives.com/tools/prisma?via=md) | L4 Runs on its own | API | Run a vector similarity search (pgvector) | 24 Oct 2026 | | [ClickHouse Cloud](https://agentdrives.com/tools/clickhouse?via=md) | L4 Runs on its own | API, CLI | Run a vector search | 19 Oct 2026 | | [Convex](https://agentdrives.com/tools/convex?via=md) | L4 Runs on its own | API | Run vector similarity search over embeddings | 19 Oct 2026 | Every product here was driven by our agent, which did this task in it. Sorted by level, then the newest drive. ## Offered, not done 11 products, closest to done first | Product | Level | Where it stopped | The task in the drive's words | Driven | |---|---|---|---|---| | [Chroma](https://agentdrives.com/tools/trychroma?via=md) | L1 Needs a person | Stopped at sign-up | Run a vector (semantic) search query | 31 Oct 2026 | | [CockroachDB](https://agentdrives.com/tools/cockroachlabs?via=md) | L1 Needs a person | Stopped at sign-up | Run a vector search over embeddings | 27 Oct 2026 | | [Databricks](https://agentdrives.com/tools/databricks?via=md) | L1 Needs a person | Stopped at sign-up | Run a vector search over embedded data (AI Search) | 26 Oct 2026 | | [Firebolt](https://agentdrives.com/tools/firebolt?via=md) | L1 Needs a person | Stopped at sign-up | Run a vector search | 28 Oct 2026 | | [MongoDB Atlas](https://agentdrives.com/tools/mongodb?via=md) | L1 Needs a person | Stopped at sign-up | Create a vector index and run vector/semantic search | 26 Oct 2026 | | [Pinata](https://agentdrives.com/tools/pinata?via=md) | L1 Needs a person | Stopped at sign-up | Vectorize a file and run semantic search over it | 17 Oct 2026 | | [Pinecone](https://agentdrives.com/tools/pinecone?via=md) | L1 Needs a person | Stopped at sign-up | Run a vector/semantic search over an index | 26 Oct 2026 | | [Snowflake](https://agentdrives.com/tools/snowflake?via=md) | L1 Needs a person | Stopped at sign-up | Run a vector search | 26 Oct 2026 | | [Supabase](https://agentdrives.com/tools/supabase?via=md) | L1 Needs a person | Stopped at sign-up | Store and query vector embeddings (pgvector) for semantic search | 27 Oct 2026 | | [turbopuffer](https://agentdrives.com/tools/turbopuffer?via=md) | L1 Needs a person | Stopped at getting a key | Run a vector (ANN) search with filtering | 31 Oct 2026 | | [Turso](https://agentdrives.com/tools/turso?via=md) | L1 Needs a person | Stopped at sign-up | Store and query vector embeddings (native vector/similarity search) | 6 Oct 2026 | ## More in Databases and backends - [Create or update a record](https://agentdrives.com/tasks/create-or-update-a-record): Done in 12 of 22 products - [Create a database](https://agentdrives.com/tasks/create-a-database): Done in 11 of 28 products - [Query records with filters](https://agentdrives.com/tasks/query-records-with-filters): Done in 10 of 17 products - [Delete a record](https://agentdrives.com/tasks/delete-a-record): Done in 9 of 14 products - [List databases and read their schema](https://agentdrives.com/tasks/list-databases-and-read-their-schema): Done in 8 of 16 products - [Query a database over a REST or GraphQL API](https://agentdrives.com/tasks/query-a-database-over-a-rest-or-graphql-api): Done in 8 of 13 products [Every task](https://agentdrives.com/tasks) ## Put your own shortlist side by side A Tool comparison drives the tools you're choosing between and shows which ones your agents can use. $490 for three tools, ready in 48 hours. [See the Tool comparison](https://agentdrives.com/stack-check) · [Check your own product free](https://agentdrives.com/scan?via=md)